Fastapi code review
Skill existential-birds/beagle/plugins/beagle-python/skills/fastapi-code-review
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Reviews FastAPI code for routing patterns, dependency injection, validation, and async handlers. Use when reviewing FastAPI apps, checking APIRouter setup, Depends() usage, or response models.
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FastAPI Code Review
Quick Reference
| Issue Type | Reference |
|---|---|
| APIRouter setup, response_model, status codes | references/routes.md |
| Depends(), yield deps, cleanup, shared deps | references/dependencies.md |
| Pydantic models, HTTPException, 422 handling | references/validation.md |
| Async handlers, blocking I/O, background tasks | references/async.md |
Review Checklist
- APIRouter with proper prefix and tags
- All routes specify
response_modelfor type safety - Correct HTTP methods (GET, POST, PUT, DELETE, PATCH)
- Proper status codes (200, 201, 204, 404, etc.)
- Dependencies use
Depends()not manual calls - Yield dependencies have proper cleanup
- Request/Response models use Pydantic
- HTTPException with status code and detail
- All route handlers are
async def - No blocking I/O (
requests,time.sleep,open()) - Background tasks for non-blocking operations
- No bare
exceptin route handlers
Valid Patterns (Do NOT Flag)
These are idiomatic FastAPI patterns that may appear problematic but are correct:
- Pydantic validates request body automatically - No manual validation needed when using typed Pydantic models as parameters
- Dependency injection for database sessions - Sessions come from
Depends(), not passed as function arguments - HTTPException for all HTTP errors - FastAPI handles conversion to proper HTTP responses
- Async def endpoint without await - May be using sync dependencies or simple operations; FastAPI handles this
- Type annotation on Depends() - This is documentation/IDE support, not a type assertion
- Query/Path/Body defaults - FastAPI processes these at runtime, not traditional Python defaults
- Returning dict from endpoint - Pydantic converts automatically if
response_modelis set
Context-Sensitive Rules
Only flag issues when the context warrants it:
- Flag missing validation ONLY IF the field isn't already in a Pydantic model with validators
- Flag missing auth ONLY IF the endpoint isn't using
Depends()with an auth dependency - Flag missing error handling ONLY IF HTTPException isn't raised appropriately for error cases
- Flag sync in async ONLY IF the operation is actually blocking (file I/O, network calls, CPU-bound), not just non-async
Gates (FastAPI-specific)
Run once per FastAPI-related finding, after you can anchor file:line for the handler (see review-verification-protocol) and before the finding text ships. If a step’s pass condition is not met, do not assert the finding as written—gather evidence, withdraw, downgrade severity, or rephrase as a question.
Gate 1 — Route decorator and response surface
| Step | Action | Pass condition |
|---|---|---|
| 1a | Open the handler’s route decorator in the repo (not from memory). | file:line for @router.* / @app.* (or the site that registers this handler). |
| 1b | Record HTTP method, response_model=, and status_code= on that decorator (or note they are absent). | Snippet from that line or explicit absent with the same file:line. |
Gate 2 — Blocking or “should be async”
| Step | Action | Pass condition |
|---|---|---|
| 2a | Read the full handler body. | file:line range covering the body. |
| 2b | If claiming blocking I/O: name each blocking call (e.g. requests., open(, time.sleep, sync DB/ORM). | Each call has file:line, or withdraw the finding if none after the read. |
Gate 3 — Depends, validation, auth
| Step | Action | Pass condition |
|---|---|---|
| 3a | List parameters: Depends / Annotated[..., Depends], Pydantic models, Body/Query/Path, Request/Response. | Names + mechanism tied to file:line on the signature. |
| 3b | If claiming missing auth: search the handler file (and its APIRouter module if separate) for Depends, Security, HTTPBearer, or project auth dependencies. | Citation to an existing hook, or search result: paths searched + N matches (zero is allowed). |
| 3c | If claiming missing validation: confirm the argument is not already a Pydantic model or constrained Query/Path/Body. | Type/source with file:line, or withdraw if validation already applies. |
FastAPI Framework Behaviors
FastAPI + Pydantic handle many concerns automatically:
- Request validation via Pydantic models
- Response serialization via response_model
- Dependency injection for cross-cutting concerns
- Exception handling via exception handlers
Before flagging "missing" functionality, verify FastAPI isn't handling it.
When to Load References
- Reviewing route definitions → routes.md
- Reviewing dependency injection → dependencies.md
- Reviewing Pydantic models/validation → validation.md
- Reviewing async route handlers → async.md
Review Questions
- Do all routes have explicit response models and status codes?
- Are dependencies injected via Depends() with proper cleanup?
- Do all Pydantic models validate inputs correctly?
- Are all route handlers async and non-blocking?
Before Submitting Findings
- For each FastAPI-related finding, complete Gates (FastAPI-specific) above.
- Load and follow review-verification-protocol (Pre-Report checklist and Verification by Issue Type) before reporting any issue.